Column

Sensitivity

Specificity

Column

MSE

\[\text{MSE} = \frac{1}{n} \sum_{i=1}^{n} (y_i - \hat{y}_i)^2\] abbreviation:

S - Strong signals

WC - Weak but correlated signals

WI - Weak but independent signals

FS - Forward selection

spe - specificity

sen - sensitivity

eg: ‘SLASSOspe’ stands for the specificity of selecting strong signals by LASSO.

Beta Generation